/human-facial-analysis-system-computer-vision

Implemented face detection, face recognition, and face tracking . Classified emotion, gesture with transfer learning and fine-tuning. Accomplished segmentation of faces, face compression . Experimented with face style transfer, face hallucination(deep dream) and creation of new faces from Gan's

Primary LanguageJupyter Notebook

Implemented face detection, face recognition, and face tracking from videos and images. Classified emotion, gesture recognition from extracted content using transfer learning and fine-tuning. Accomplished segmentation of faces and applied face compression through varitonal autoencoders. Experimented with face style transfer, face hallucination(deep dream) and creation of new faces from general adversarial networks.

Body-analysis-system

face,eye and full body detection using harcascade classifier /histogram of oriented gradients (HOG)/convolutional neural network

harcascade hog cnn face face,eye and full body detection

face and emotion recognition

fin

emotion extraction from video

emotion_test01_result.mp4

placing tracker on people

human-tracking.mp4

webcam tracking and identification of my face

john-webacm.tracking.mp4

Men and women image classification accuracy with nueral network/transfer learning & finetuning and convolution nueral network

face classification

gesture recognition

gesture recognition

posture tracking and extraction from video

human-body-pose-tracking--pose-detection.mp4

face compression and reconstruction using autoencoders with noise

autoencoder facial comression

Deep Dream

deep dream

Style transfer

style transfer

face creation from gans

gan

automatic people detection using yolo on compressed video

New.video2.1.mp4

image segmentation using mask rcnn

image segmentation fast rcnn

semantic image segmention from video

image.segmentation.of.people.mp4